How To Measure the ROI of Developer Tools
The article outlines how organizations can prove the value of developer tools by using three measurement approaches: internal surveys, DORA metrics, and cost‑based analysis. It explains that surveys capture qualitative friction, DORA metrics provide quantitative engineering outcomes, and cost analysis translates time saved into dollar terms. The piece then matches each method to company size—small teams favor surveys, medium teams blend surveys with DORA and cost checks, and large enterprises need a formal ROI process that combines all three. Ultimately, the right mix of signals helps justify platform‑engineering investments.
Cisco Goes to the Races with New Churchill Downs Multiyear Partnership
Cisco Systems announced a multiyear partnership with Churchill Downs to modernize network infrastructure across its racing venues and casinos, beginning in late 2026. The deal will replace more than 7,000 switches and create a unified routing fabric for 12 regional...
Ford’s EV and Software Chief Doug Field Is Leaving the Company
Ford announced that Doug Field, the former Apple and Tesla executive who has led its electric‑vehicle and software division for five years, will leave the company next month. Alan Clarke, a former Tesla engineer who runs Ford’s California skunkworks lab,...
OpenAI Updates Its Agents SDK to Help Enterprises Build Safer, More Capable Agents
OpenAI has refreshed its Agents SDK with two major upgrades: sandboxing, which runs agents inside isolated computer environments, and an in‑distribution harness that lets agents tap frontier models while safely accessing files and approved tools. The sandbox limits an agent’s...
We Tested Anthropic’s Redesigned Claude Code Desktop App and 'Routines' — Here's What Enterprises Should Know
On April 14, 2026 Anthropic unveiled a redesigned Claude Code desktop app and introduced Routines in a research preview. The new app adds a Mission Control sidebar that lets developers monitor and steer multiple AI‑agent sessions across repositories, shifting the...
MuleSoft Agent Fabric Adds New Ways to Keep AI Agents in Line
Salesforce is expanding MuleSoft Agent Fabric with deterministic scripting for Agent Broker, new LLM governance in AI Gateway, and Model Control Protocol enhancements. The deterministic controls let enterprises steer AI agents with rule‑based routing, reducing reliance on costly large language...
What Engineering Leaders Get Wrong About Data Stack Consolidation
IBM's $11 billion acquisition of Confluent underscores a growing trend of open‑source data tools being folded into large vendor platforms. The article warns that such consolidation creates hidden architectural debt, eroding engineering autonomy and long‑term portability. It urges leaders to evaluate...
Corning and EXFO Leveraging New Technologies
At OFC 2026, Corning and EXFO executives highlighted how AI‑driven data traffic is forcing unprecedented density in optical networks. They outlined advances in multicore fiber and co‑packaged optics that promise higher capacity with lower power consumption. The companies emphasized the...
Agrizy Elevates Markish Arun As Cofounder And CTO
Agrizy, the Omnivore‑backed agritech CRDMO, has promoted its head of engineering, Markish Arun, to co‑founder and chief technology officer. Arun, who joined in 2022 after serving as Zoomcar CTO, will now lead the startup’s AI and tech roadmap, including its...
Applause Advances Real-World Software Testing for the Age of AI, Appoints New CTO to Lead Next Phase of Innovation
Applause announced an evolution of its fully managed testing services, integrating AI, automation, and its global crowd‑testing community to validate digital experiences in real‑world conditions. The company appointed Aatish Salvi as chief technology officer to steer the next phase of...
Broadcom Announces VMware Tanzu Platform Agent Foundations for Security, PaaS Simplicity
Broadcom unveiled the VMware Tanzu Platform agent foundations, a secure, pre‑built PaaS layer for AI agents that runs on VMware Cloud Foundation. The offering leverages cloud‑native Buildpacks, structural secrets isolation, and zero‑trust networking to harden containers against malware and data...
Adobe’s New Firefly AI Assistant Wants to Run Photoshop, Premiere, Illustrator and More From One Prompt
Adobe unveiled the Firefly AI Assistant, an agentic tool that lets creators run Photoshop, Premiere, Illustrator and other Creative Cloud apps from a single natural‑language prompt. The assistant can call on roughly 100 built‑in tools, outputting native PSD, AI and...
Traza Raises $2.1 Million Led by Base10 to Automate Procurement Workflows with AI
Traza, a New York‑based startup, closed a $2.1 million pre‑seed round led by Base10 to launch AI agents that autonomously handle procurement tasks such as vendor outreach, RFQ generation, order tracking, and invoice processing. Targeting the $8 billion procurement‑software market, the company...
CenterSeat Promotes Saurav Mishra to Chief Technology Officer
CenterSeat, an AI‑driven physical security compliance platform, announced the promotion of founding engineer Saurav Mishra to Chief Technology Officer. Mishra will now direct the company’s technology strategy, product architecture, and engineering execution as the firm scales its compliance solution. He...
Salesforce Launches Headless 360 to Support Agent‑first Enterprise Workflows
Salesforce unveiled Headless 360, a platform that consolidates its Agentforce Vibes coding environment, data, and governance tools into an API‑first layer for building agent‑first enterprise workflows. The offering exposes Salesforce’s core datasets, business logic, and MCP utilities through APIs, CLI...
Infinity Nikki and Love and Deepspace Dev: "AI Lacks the Soul to Replace Human Creators"
Infold Games CTO Ji Zhang told IGN Japan at GDC that AI, while useful, lacks the soul to replace human creators in game development. He warned that the current surge in RAM prices could make next‑generation hardware prohibitively expensive, but...
Inside Revolut's PRAGMA: The Foundation Model Trained on 40 Billion Banking Events 🧠
Revolut has unveiled PRAGMA, a transformer‑style foundation model pre‑trained on roughly 40 billion banking events covering 25 million users in 111 countries. The single shared backbone delivers dramatic gains—up to 130 % lift in credit‑scoring PR‑AUC and 64.7 % improvement in fraud recall—while also...
Europe Builds Its First “Kill-Switch Proof” Cloud Recovery Stack
At the European Data Summit, Cubbit, SUSE, Elemento Cloud and StorPool unveiled Europe’s first fully sovereign disaster‑recovery stack, designed to protect organisations from foreign‑vendor kill‑switches and other catastrophic events. The solution bundles storage, compute, orchestration and security components into a...
Curity Looks to Reinvent IAM with Runtime Authorization for AI Agents
Curity, a Swedish IAM vendor, launched Access Intelligence, a runtime authorization layer for AI agents. The solution extends its Identity Server with Token Intelligence, issuing purpose‑bound OAuth tokens for each agent action. Unlike static IAM, it grants permissions on‑the‑fly and...
Korean AI Chip Startup DEEPX, Hyundai Work on Robots Powered by Generative AI
Korean AI‑chip startup DEEPX is deepening its partnership with Hyundai Motor Group to supply its second‑generation DX‑M2 neural processing units for generative‑AI‑powered robots. The chips, built on Samsung’s cutting‑edge 2‑nanometer process, promise dramatically lower power draw—up to 20 times more efficient...
Exclusive: Intel Tells Staff It Will Disclose Scope Of Work With Elon Musk In ‘Coming Weeks’
Intel CEO Lip‑Bu Tan told employees that the company will soon reveal the scope of its partnership with Elon Musk’s ambitious "Terafab" chip‑fab project. The memo describes the alliance with SpaceX, xAI and Tesla as a strategic move to supply...
Why Cloud Innovation Slows in Reactive Operating Models
Enterprises that once gained advantage by moving to the cloud now find that the real differentiator is how they operate those environments. As hybrid and multicloud architectures grow, many firms remain stuck in reactive, ticket‑driven models that increase costs, slow...
Make Your Azure Data Platform AI-Ready
Enterprises accelerating AI on Microsoft Azure are finding that the real obstacle is not model sophistication but fragmented data foundations. A unified, well‑governed data layer is essential for moving AI from experimentation to production at scale. Azure’s suite—spanning Synapse, Data...
From AI Experimentation to Operational Impact: What Leaders Need to Get Right
Enterprises are discovering that promising AI pilots often falter when shifted from controlled experiments to real‑world production. Leaders like HCLTech’s Piyush Saxena warn that many organizations still measure outputs—such as generated summaries—rather than business outcomes like cost savings or revenue...
Fintel Alliance Starts Planning Its Next-Gen Analytics Hub
Australia’s Fintel Alliance – a coalition of banks, regulators, police and gambling operators – is redesigning its collaborative analytics hub (CAH) to handle larger, real‑time financial‑crime monitoring. The existing hub, first deployed in 2024, proved its concept by uncovering hidden...
Bank of America Tech Chief Shares AI Strategy Focus
Bank of America is scaling its artificial‑intelligence program from isolated pilots to enterprise‑wide process transformation. The bank has earmarked 30% of its $13.5 billion technology budget for AI, and more than 90% of its 213,000 staff now use the Erica virtual...
Spring Creator Wants Java’s Type System to Tame Agentic AI
Rod Johnson, creator of the Spring Framework, unveiled Embabel, an Apache‑licensed agentic AI framework for the JVM, at Microsoft’s JDConf. Built on Spring Boot and written in Kotlin, Embabel leverages Java’s strong type system and GOAP planning to deliver deterministic,...
Microsoft Launches MAI-Image-2-Efficient, a Cheaper and Faster AI Image Model
Microsoft unveiled MAI-Image-2-Efficient, a lower‑cost, higher‑speed variant of its flagship text‑to‑image model. The new model costs $5 per million input tokens and $19.50 per million output tokens, a 41% price cut, and runs 22% faster with four‑times GPU efficiency. It...
Databricks Tested a Stronger Model Against Its Multi-Step Agent on Hybrid Queries. The Stronger Model Still Lost by 21%.
Databricks’ research shows its multi-step Supervisor Agent beats single‑turn retrieval‑augmented generation (RAG) models on hybrid queries, delivering 20%‑plus gains on the STaRK benchmark and a 21% advantage on academic tasks even when using a stronger foundation model. The study attributes...
Cloudflare Launches Mesh to Secure the AI Agent Lifecycle
Cloudflare announced Mesh, a private networking solution built for AI agents that unifies agents, humans, and multicloud infrastructure into a single secure fabric. The service replaces legacy VPNs and manual tunnels, letting developers provision private connectivity in minutes while keeping...
Nvidia Unveils Ising AI Models for Quantum Error Correction and Calibration
Nvidia announced Ising, the first open‑source AI model family designed for quantum computing calibration and error correction. The suite includes two 3‑D convolutional neural network models—one optimized for speed, the other for accuracy—delivering up to 2.5× faster processing and three...
How Intuit Plans to Ride Out the ‘SaaS-Pocalypse’
Intuit’s CTO Alex Balazs says the company is reshaping its model to survive the so‑called “SaaS‑pocalypse.” By embedding QuickBooks and TurboTax services into Anthropic’s Claude Cowork and OpenAI marketplaces, Intuit aims to become a backend for AI‑driven agents. The firm...
Later Appoints Tech Veteran Mohsin Hussain as CTO to Accelerate AI Development
Later, the influencer‑marketing platform, appointed Mohsin Hussain—formerly CTO of LiveRamp and veteran of Criteo and AOL—as its new chief technology officer. Hussain will spearhead the development of Later EdgeAI, a predictive‑intelligence engine built on the company’s extensive creator dataset. The...
43% of AI-Generated Code Changes Need Debugging in Production, Survey Finds
A Lightrun survey of 200 senior SRE and DevOps leaders finds that 43% of AI‑generated code changes still require manual debugging in production, even after QA and staging. Engineers are spending roughly 38% of their work week—about two full days—on...
Wolseley's CTO on Oracle Fusion and AI - Start with the Easy 80%, and Bring up the Bottom Third
Wolseley Group, the UK’s largest specialist trade merchant with roughly $3.2 billion in annual revenue, is modernising its 700‑branch network using Oracle Fusion SCM. After eight years on Oracle Cloud for finance and recent supply‑chain upgrades, the company will pilot a...
The Hyperscalers Are Pricing Themselves Out of AI Workloads
Large cloud providers are losing AI customers as neoclouds and private alternatives offer comparable GPU performance at a fraction of the cost. Recent data shows NVIDIA H100 compute runs about $2.01 per hour on Spheron versus $6.88 on AWS, a...
IPO-Bound Practo Appoints Srijesh Kumar As Global CPTO
Practo, the Bengaluru‑based healthtech platform preparing for a 2027 IPO, has hired former Salesforce VP Srijesh Kumar as its global chief product and technology officer. Kumar will unify product and engineering to scale the service as Practo pursues a $100‑125 million...
Finnish Quantum Computing Champion IQM Determined to Make ‘Impossible’ Engineering Breakthrough
IQM, Europe’s largest quantum‑computing firm, is raising roughly €300 million (about $330 million) to fund R&D and acquisitions aimed at overcoming the engineering limits of superconducting qubits. CEO Jan Goetz argues that breakthroughs—especially in cabling‑free, tiled qubit architectures—can prove DARPA’s warning that current...
Agentic Coding at Enterprise Scale Demands Spec-Driven Development
AWS’s Kiro platform demonstrates that spec‑driven development can shrink enterprise software cycles dramatically, turning multi‑week feature builds into multi‑day sprints. By anchoring AI agents to rich, structured specifications, teams can generate code, run property‑based tests, and let agents self‑correct without...
MakeMyTrip CTO Flags India Language Gap Amid GenAI Travel Push
MakeMyTrip CTO Sanjay Mohan warned that India’s generative‑AI travel experience is hampered by immature regional language models, even as nearly half of the platform’s traffic now comes from Tier‑2 and Tier‑3 cities. He urged the creation of India‑built AI models...
Optus Strengthens Spectrum Strategy Expertise
Optus has hired Golnar Khomami, a former Telstra spectrum strategist, as senior director of network technology standardisation. Khomami will report to Kent Wu and lead Optus's engagement with international spectrum standards bodies. The move follows a series of senior tech...
St Vincent's Group Chief Digital Officer Leaves After over Four Years
St Vincent’s Health Australia’s group chief digital officer, Michelle Fitzgerald, is leaving after more than four years. Her tenure saw the rollout of Meditech’s electronic medical record across ten private hospitals and the launch of a self‑service analytics platform. The departure...
After 8 Years, Apple’s AI Chief Is Out. Here’s What Went Wrong
Apple’s eight‑year AI chief John Giannandrea is departing, ending a tenure that once promised to transform Siri and power an Apple Car. Over time his influence waned as the company lagged behind the generative‑AI boom, leading to delayed Siri upgrades and...
Google Cloud Introduces QueryData to Help AI Agents Create Reliable Database Queries
Google Cloud unveiled QueryData, a tool that converts natural‑language prompts into database queries with claimed near‑100% accuracy. The service relies on a pre‑defined “context” that encodes schema details and deterministic instructions, which are refined using the Context Engineering Assistant in...
AWS Launches Agent Registry to Tackle Enterprise AI Sprawl
Amazon Web Services introduced Agent Registry, a centralized catalog for building, storing, and governing AI agents across frameworks. The service, now in preview via the Bedrock AgentCore console, is live in five compute regions and offers searchable records with ownership,...
Cisco Eyes Astrix Security To Lock Down AI Agents In Potential $350M Deal: Report
Cisco is in advanced talks to acquire Israeli AI‑agent security startup Astrix Security for a price between $250 million and $350 million. Astrix’s platform safeguards non‑human identities across SaaS, IaaS and PaaS environments, addressing emerging threats as AI agents proliferate. The potential...
New York Times Shakes Up Senior Exec Ranks as It Leans Into Product, Data and AI (Exclusive)
The New York Times announced a senior leadership overhaul as CTO Jason Sobel prepares to leave and a search for a New York‑based successor begins. Alex Hardiman and Hannah Yang were promoted to executive vice presidents, gaining shared oversight of engineering and data...
Anthropic Plots Lovable Challenger, Leak Suggests
Anthropic is reportedly testing a new in‑chat app‑builder inside Claude that lets users create chatbots, photo albums, and landing pages from simple prompts. If launched, the feature would turn Claude into a full‑stack, no‑code development platform, directly challenging Sweden’s fast‑growing...
Why IBM and Arm Are Partnering up on AI for Mainframes
IBM and Arm announced a strategic collaboration to develop dual‑architecture hardware that lets Arm‑based AI software run on IBM’s mainframe systems. The initial focus is on virtualization solutions that enable AI workloads to execute directly on on‑prem mainframes, bridging legacy...
Next Hunts Head of Data Science for AI Search Shake-Up
UK fashion retailer Next is launching a global search for its first Head of AI and Data Science, based at its Leicestershire headquarters. The role will oversee the intelligence layer serving over 3 million daily customers across 80+ sites and drive...